Hasil Pengujian (Sampel Keseluruhan)
Data Penelitian (Tanpa Outlier) ID
TAHUN
ROA
DER
CR
PBV
1
2013
3.405
110.760
177.190
0.895
1
2014
2.857
96.776
164.167
0.820
1
2015
2.534
77.708
240.392
0.356
1
2016
5.223
72.278
247.103
1.066
1
2017
7.872
66.539
255.936
1.073
2
2013
1.875
70.908
183.645
0.683
2
2014
-3.379
82.608
164.205
0.708
2
2015
-4.746
65.733
259.322
0.412
2
2016
0.216
62.865
244.243
0.717
2
2017
0.455
62.324
162.125
0.500
4
2013
4.211
69.997
373.463
0.306
4
2014
1.673
83.468
211.369
0.164
4
2015
0.727
45.271
482.435
0.791
4
2016
0.353
51.159
315.890
0.226
4
2017
1.153
42.376
673.980
0.223
5
2013
0.876
32.832
132.081
1.387
5
2014
2.895
53.639
321.429
1.030
5
2015
-9.110
75.638
326.380
1.107
5
2016
-18.162
115.133
68.806
1.516
5
2017
-30.764
153.126
19.570
2.815
6
2013
4.129
181.719
49.328
0.699
6
2014
0.599
202.683
28.392
0.772
6
2015
-2.794
240.287
24.007
0.313
6
2016
-13.497
330.007
5.239
0.649
6
2017
2.894
280.889
14.099
0.608
7
2013
2.973
82.609
49.392
4.800
7
2014
1.522
86.343
67.042
3.728
ID
TAHUN
ROA
DER
CR
PBV
7 7
2015
15.169
2016
14.904
65.674
83.523
2.006
30.784
110.813
1.492
7
2017
39.316
28.670
144.905
1.930
8
2013
-3.524
248.298
109.895
5.167
8
2014
-16.271
354.603
62.306
6.973
8
2015
-8.722
444.756
188.539
11.053
8
2016
2.185
338.311
254.610
7.911
8
2017
38.030
72.383
102.415
5.058
9
2013
18.197
79.843
190.982
0.627
9
2014
-12.594
68.665
152.145
1.895
9
2015
-12.204
116.399
75.428
2.452
9
2016
-9.730
183.146
116.225
3.151
9
2017
1.773
192.867
54.323
2.617
11
2013
0.209
312.642
107.897
0.994
11
2014
0.442
350.083
108.675
0.989
11
2015
0.322
109.590
187.814
0.239
11
2016
3.390
95.572
189.263
0.313
11
2017
0.674
117.867
189.018
0.379
12
2013
-14.147
49.782
127.784
0.404
12
2014
0.023
59.098
140.274
0.393
12
2015
0.125
65.946
125.334
0.352
12
2016
0.144
69.387
102.733
0.361
12
2017
0.689
76.575
83.523
0.354
13
2013
21.143
9.772
983.808
1.472
13
2014
-3.922
4.993
1736.056
1.972
13
2015
-2.395
4.245
2016.748
1.712
13
2016
-4.645
54.544
162.964
1.551
13
2017
-1.967
93.901
80.038
1.900
15
2013
-0.846
38.798
206.472
0.986
15
2014
0.669
55.429
193.342
0.953
15
2015
-0.386
89.097
153.276
0.737
15
2016
2.902
73.962
174.769
0.248
15
2017
4.685
88.197
165.995
0.544
16
2013
5.550
91.280
159.737
1.054
16
2014
10.136
66.972
162.276
1.961
16
2015
8.616
67.256
143.541
0.684
16
2016
7.542
45.633
148.712
1.065
16
2017
5.164
59.103
135.368
0.890
17
2013
10.630
31.478
323.929
2.383
17
2014
7.280
39.284
165.217
2.642
ID
TAHUN
ROA
DER
CR
PBV
17
2015
1.753
51.754
159.989
0.719
17
2016
0.023
220.500
219.499
0.637
17
2017
0.267
287.719
67.516
0.844
18
2013
5.854
135.636
183.301
4.341
18
2014
3.428
127.244
209.083
3.812
18
2015
0.565
149.354
160.236
2.412
18
2016
9.264
42.561
377.427
4.462
18
2017
20.341
202.065
168.232
4.086
20
2013
10.316
21.684
345.300
1.544
20
2014
77.304
22.870
357.659
0.998
20
2015
-4.991
10.839
691.360
0.385
20
2016
4.350
16.300
506.637
1.212
20
2017
12.134
16.062
545.061
1.033
21
2013
1.694
33.067
330.074
1.260
21
2014
7.380
30.741
298.207
1.622
21
2015
2.206
24.821
404.017
0.642
21
2016
0.086
21.307
453.942
1.137
21
2017
-0.699
20.072
461.760
1.165
22
2013
16.556
44.435
199.194
2.741
22
2014
15.336
48.142
156.398
1.579
22
2015
5.355
41.196
180.175
0.562
22
2016
10.804
33.321
225.680
1.564
22
2017
18.599
41.802
243.352
1.802
23
2013
16.251
44.631
173.511
2.222
23
2014
7.537
43.848
171.981
1.060
23
2015
5.756
28.374
221.949
0.384
23
2016
9.597
16.940
405.092
1.282
23
2017
12.793
18.544
354.049
1.267
27
2013
0.092
106.413
145.554
0.295
27
2014
-8.860
110.946
120.069
0.367
27
2015
-36.175
104.273
80.641
0.359
27
2016
-8.668
125.982
70.686
0.430
27
2017
-7.600
131.552
56.001
0.678
28
2013
-3.268
210.530
90.432
0.082
28
2014
3.021
200.335
38.608
0.805
28
2015
3.770
161.414
29.282
1.656
28
2016
2.605
149.335
48.706
1.405
28
2017
1.726
163.196
76.541
0.999
29
2013
15.880
54.632
286.595
3.112
29
2014
12.542
74.316
207.115
3.378
ID
TAHUN
ROA
DER
29 29
2015
12.058
81.900
154.355
1.123
2016
18.209
76.043
165.583
2.729
29
2017
20.681
59.330
411.607
2.045
30
2013
3.399
157.745
155.467
0.482
30
2014
0.504
143.301
163.237
0.390
30
2015
-2.984
138.599
155.251
0.119
30
2016
-1.989
130.817
215.856
0.317
30
2017
1.903
144.683
165.406
0.692
34
2013
6.534
82.186
219.736
1.112
34
2014
6.837
118.761
184.867
2.036
34
2015
1.094
72.772
181.537
0.700
34
2016
2.639
68.892
171.105
1.416
34
2017
4.230
95.930
205.640
0.952
35
2013
11.103
138.845
89.513
0.936
35
2014
11.820
52.801
122.762
0.495
35
2015
9.110
45.066
139.954
0.349
35
2016
5.576
77.055
96.783
1.262
35
2017
11.876
99.279
152.561
1.759
Hasil Pengujian
CR
PBV
Data Penelitian (Tanpa Return Negatif) ID
TAHUN
1
2013
1
ROA
DER
CR
PBV
3.405
110.760
177.190
0.895
2014
2.857
96.776
164.167
0.820
1
2015
2.534
77.708
240.392
0.356
1
2016
5.223
72.278
247.103
1.066
1
2017
7.872
66.539
255.936
1.073
4
2013
4.211
69.997
373.463
0.306
4
2014
1.673
83.468
211.369
0.164
4
2015
0.727
45.271
482.435
0.791
4
2016
0.353
51.159
315.890
0.226
4
2017
1.153
42.376
673.980
0.223
7
2013
2.973
82.609
49.392
4.800
7
2014
1.522
86.343
67.042
3.728
7
2015
15.169
65.674
83.523
2.006
7
2016
14.904
30.784
110.813
1.492
7
2017
39.316
28.670
144.905
1.930
ID
TAHUN
11
2013
11
2014
11
ROA
DER
CR
PBV
0.209
312.642
107.897
0.994
0.442
350.083
108.675
0.989
2015
0.322
109.590
187.814
0.239
11
2016
3.390
95.572
189.263
0.313
11
2017
0.674
117.867
189.018
0.379
16
2013
5.550
91.280
159.737
1.054
16
2014
10.136
66.972
162.276
1.961
16
2015
8.616
67.256
143.541
0.684
16
2016
7.542
45.633
148.712
1.065
16
2017
5.164
59.103
135.368
0.890
17
2013
10.630
31.478
323.929
2.383
17
2014
7.280
39.284
165.217
2.642
17
2015
1.753
51.754
159.989
0.719
17
2016
0.023
220.500
219.499
0.637
17
2017
0.267
287.719
67.516
0.844
18
2013
5.854
135.636
183.301
4.341
18
2014
3.428
127.244
209.083
3.812
18
2015
0.565
149.354
160.236
2.412
18
2016
9.264
42.561
377.427
4.462
18
2017
20.341
202.065
168.232
4.086
22
2013
16.556
44.435
199.194
2.741
22
2014
15.336
48.142
156.398
1.579
22
2015
5.355
41.196
180.175
0.562
22
2016
10.804
33.321
225.680
1.564
22
2017
18.599
41.802
243.352
1.802
23
2013
16.251
44.631
173.511
2.222
23
2014
7.537
43.848
171.981
1.060
23
2015
5.756
28.374
221.949
0.384
23
2016
9.597
16.940
405.092
1.282
23
2017
12.793
18.544
354.049
1.267
26
2013
9.571
132.126
172.804
1.382
26
2014
13.830
102.440
185.584
1.007
26
2015
15.340
72.723
232.962
0.900
26
2016
14.437
37.005
429.844
0.963
26
2017
9.044
32.696
284.509
1.112
29
2013
15.880
54.632
286.595
3.112
29
2014
12.542
74.316
207.115
3.378
29
2015
12.058
81.900
154.355
1.123
29
2016
18.209
76.043
165.583
2.729
29
2017
20.681
59.330
411.607
2.045
ID
TAHUN
31
2013
31
2014
31
ROA
DER
CR
2.316
398.720
118.676
0.576
4.426
317.158
96.867
0.550
2015
3.781
222.609
86.509
0.489
31
2016
2.663
172.194
89.648
0.505
31
2017
2.181
152.268
100.453
0.470
34
2013
6.534
82.186
219.736
1.112
34
2014
6.837
118.761
184.867
2.036
34
2015
1.094
72.772
181.537
0.700
34
2016
2.639
68.892
171.105
1.416
34
2017
4.230
95.930
205.640
0.952
35
2013
11.103
138.845
89.513
0.936
35
2014
11.820
52.801
122.762
0.495
35
2015
9.110
45.066
139.954
0.349
35
2016
5.576
77.055
96.783
1.262
35
2017
11.876
99.279
152.561
1.759
Hasil Pengujian
PBV
Data Penelitian (Ln Variabel Penelitian) ID
TAHUN
1
2013
1
2014
1
2015
1
2016
1
2017
4
2013
4
2014
4
2015
4
2016
4
2017
7
2013
7
2014
7
2015
7
2016
7
2017
Ln ROA
1.225 1.050 0.930 1.653 2.063 1.438 0.515 -0.319 -1.041 0.142 1.090 0.420 2.719 2.702 3.672
Ln DER
4.707 4.572 4.353 4.281 4.198 4.248 4.424 3.813 3.935 3.747 4.414 4.458 4.185 3.427 3.356
Ln CR
5.177 5.101 5.482 5.510 5.545 5.923 5.354 6.179 5.755 6.513 3.900 4.205 4.425 4.708 4.976
Ln PBV
-0.111 -0.198 -1.033 0.064 0.070 -1.184 -1.808 -0.234 -1.487 -1.501 1.569 1.316 0.696 0.400 0.658
ID
TAHUN
11
2013
11
2014
11
2015
11
2016
11
2017
16
2013
16
2014
16
2015
16
2016
16
2017
17
2013
17
2014
17
2015
17
2016
17
2017
18
2013
18
2014
18
2015
18
2016
18
2017
22
2013
22
2014
22
2015
22
2016
22
2017
23
2013
23
2014
23
2015
23
2016
23
2017
26
2013
26
2014
26
2015
26
2016
26
2017
29
2013
29
2014
29
2015
29
2016
29
2017
Ln ROA
-1.565 -0.816 -1.133 1.221 -0.395 1.714 2.316 2.154 2.020 1.642 2.364 1.985 0.561 -3.772 -1.321 1.767 1.232 -0.571 2.226 3.013 2.807 2.730 1.678 2.380 2.923 2.788 2.020 1.750 2.261 2.549 2.259 2.627 2.730 2.670 2.202 2.765 2.529 2.490 2.902 3.029
Ln DER
5.745 5.858 4.697 4.560 4.770 4.514 4.204 4.209 3.821 4.079 3.449 3.671 3.947 5.396 5.662 4.910 4.846 5.006 3.751 5.309 3.794 3.874 3.718 3.506 3.733 3.798 3.781 3.345 2.830 2.920 4.884 4.629 4.287 3.611 3.487 4.001 4.308 4.405 4.331 4.083
Ln CR
4.681 4.688 5.235 5.243 5.242 5.074 5.089 4.967 5.002 4.908 5.781 5.107 5.075 5.391 4.212 5.211 5.343 5.077 5.933 5.125 5.294 5.052 5.194 5.419 5.495 5.156 5.147 5.402 6.004 5.869 5.152 5.224 5.451 6.063 5.651 5.658 5.333 5.039 5.109 6.020
Ln PBV
-0.006 -0.011 -1.431 -1.162 -0.970 0.053 0.673 -0.380 0.063 -0.117 0.868 0.972 -0.330 -0.451 -0.170 1.468 1.338 0.880 1.496 1.408 1.008 0.457 -0.576 0.447 0.589 0.798 0.058 -0.957 0.248 0.237 0.324 0.007 -0.105 -0.038 0.106 1.135 1.217 0.116 1.004 0.715
ID
TAHUN
31
2013
31
2014
31
2015
31
2016
31
2017
34
2013
34
2014
34
2015
34
2016
34
2017
35
2013
35
2014
35
2015
35
2016
35
2017
Ln ROA
0.840 1.487 1.330 0.979 0.780 1.877 1.922 0.090 0.970 1.442 2.407 2.470 2.209 1.718 2.475
Ln DER
5.988 5.759 5.405 5.149 5.026 4.409 4.777 4.287 4.233 4.564 4.933 3.967 3.808 4.345 4.598
Hasil Pengujian
Ln CR
4.776 4.573 4.460 4.496 4.610 5.392 5.220 5.201 5.142 5.326 4.494 4.810 4.941 4.572 5.028
Ln PBV
-0.552 -0.598 -0.715 -0.683 -0.755 0.106 0.711 -0.357 0.348 -0.049 -0.066 -0.703 -1.053 0.233 0.565